---
{}

---
# AutoTrain Dataset for project: zxdf

## Dataset Description

This dataset has been automatically processed by AutoTrain for project zxdf.

### Languages

The BCP-47 code for the dataset's language is unk.

## Dataset Structure

### Data Instances

A sample from this dataset looks as follows:

```json
[
  {
    "feat_Data Note": null,
    "feat_Well Name": 1.0,
    "feat_Date": "23-Mar-20",
    "feat_Time": "02:00:00",
    "feat_Choke": 32.0,
    "feat_FTHP": 1300.0,
    "feat_FTHT": 104.0,
    "feat_FLP": 320.0,
    "feat_Tsep": 93.0,
    "feat_Psep": 270.0,
    "feat_Pmani": 300.0,
    "feat_Meter Totalizer(Bbls)": 224116.4,
    "feat_Meter Factor": 1.0338,
    "target": 2212.509033203125,
    "feat_%Water": 0.0,
    "feat_%Sediment": 0.4,
    "feat_BS&W": 0.35,
    "feat_OilRate": 2204.765205,
    "feat_DOF Plate size(inch)": 1.75,
    "feat_GasDP(InchH20)": 110.0,
    "feat_GasRate": 3.067,
    "feat_GOR": 1391.1,
    "feat_Sand(pptb)": 0.0,
    "feat_Oil gravity (API)": 0.0
  },
  {
    "feat_Data Note": null,
    "feat_Well Name": 1.0,
    "feat_Date": "23-Jun-22",
    "feat_Time": "21:00:00",
    "feat_Choke": 20.0,
    "feat_FTHP": 780.0,
    "feat_FTHT": 99.0,
    "feat_FLP": 130.0,
    "feat_Tsep": 86.0,
    "feat_Psep": 100.0,
    "feat_Pmani": 120.0,
    "feat_Meter Totalizer(Bbls)": 186706.67,
    "feat_Meter Factor": 1.0,
    "target": 543.439697265625,
    "feat_%Water": 0.0,
    "feat_%Sediment": 0.6,
    "feat_BS&W": 0.6,
    "feat_OilRate": 540.1790419,
    "feat_DOF Plate size(inch)": 1.5,
    "feat_GasDP(InchH20)": 37.0,
    "feat_GasRate": 0.7615,
    "feat_GOR": 1409.7,
    "feat_Sand(pptb)": 0.0,
    "feat_Oil gravity (API)": 0.0
  }
]
```

### Dataset Fields

The dataset has the following fields (also called "features"):

```json
{
  "feat_Data Note": "Value(dtype='string', id=None)",
  "feat_Well Name": "Value(dtype='float64', id=None)",
  "feat_Date": "Value(dtype='string', id=None)",
  "feat_Time": "Value(dtype='string', id=None)",
  "feat_Choke": "Value(dtype='float64', id=None)",
  "feat_FTHP": "Value(dtype='float64', id=None)",
  "feat_FTHT": "Value(dtype='float64', id=None)",
  "feat_FLP": "Value(dtype='float64', id=None)",
  "feat_Tsep": "Value(dtype='float64', id=None)",
  "feat_Psep": "Value(dtype='float64', id=None)",
  "feat_Pmani": "Value(dtype='float64', id=None)",
  "feat_Meter Totalizer(Bbls)": "Value(dtype='float64', id=None)",
  "feat_Meter Factor": "Value(dtype='float64', id=None)",
  "target": "Value(dtype='float32', id=None)",
  "feat_%Water": "Value(dtype='float64', id=None)",
  "feat_%Sediment": "Value(dtype='float64', id=None)",
  "feat_BS&W": "Value(dtype='float64', id=None)",
  "feat_OilRate": "Value(dtype='float64', id=None)",
  "feat_DOF Plate size(inch)": "Value(dtype='float64', id=None)",
  "feat_GasDP(InchH20)": "Value(dtype='float64', id=None)",
  "feat_GasRate": "Value(dtype='float64', id=None)",
  "feat_GOR": "Value(dtype='float64', id=None)",
  "feat_Sand(pptb)": "Value(dtype='float64', id=None)",
  "feat_Oil gravity (API)": "Value(dtype='float64', id=None)"
}
```

### Dataset Splits

This dataset is split into a train and validation split. The split sizes are as follow:

| Split name   | Num samples         |
| ------------ | ------------------- |
| train        | 1274 |
| valid        | 325 |